Tunable metasurfaces towards versatile metalenses and metaholograms: a review

J Kim, J Seong, Y Yang, SW Moon… - Advanced …, 2022 - spiedigitallibrary.org
Metasurfaces have attracted great attention due to their ability to manipulate the phase,
amplitude, and polarization of light in a compact form. Tunable metasurfaces have been …

[PDF][PDF] Intelligent metaphotonics empowered by machine learning

S Krasikov, A Tranter, A Bogdanov… - Opto-Electronic …, 2022 - researching.cn
In the recent years, a dramatic boost of the research is observed at the junction of photonics,
machine learning and artificial intelligence. A new methodology can be applied to the …

Asymptotic dispersion engineering for ultra-broadband meta-optics

Y Hu, Y Jiang, Y Zhang, X Yang, X Ou, L Li… - nature …, 2023 - nature.com
Dispersion decomposes compound light into its monochromatic components, which is
detrimental to broadband imaging but advantageous for spectroscopic applications …

Metamaterials: from fundamental physics to intelligent design

J Chen, S Hu, S Zhu, T Li - Interdisciplinary Materials, 2023 - Wiley Online Library
Metamaterials are artificial structures with the ability to efficiently control light‐field, attracting
intensive attention in the past few decades. People have studied the working principles …

Hybrid achromatic microlenses with high numerical apertures and focusing efficiencies across the visible

CA Richards, CR Ocier, D Xie, H Gao… - Nature …, 2023 - nature.com
Compact visible wavelength achromats are essential for miniaturized and lightweight optics.
However, fabrication of such achromats has proved to be exceptionally challenging. Here …

Advanced optical imaging based on metasurfaces

X Zou, R Lin, Y Fu, G Gong, X Zhou… - Advanced Optical …, 2024 - Wiley Online Library
Recently, metasurfaces have arisen as next‐generation optics with various merits, such as
being ultrathin and lightweight with multi‐function integration. Numerous applications of …

Diffusion probabilistic model based accurate and high-degree-of-freedom metasurface inverse design

Z Zhang, C Yang, Y Qin, H Feng, J Feng, H Li - Nanophotonics, 2023 - degruyter.com
Conventional meta-atom designs rely heavily on researchers' prior knowledge and trial-and-
error searches using full-wave simulations, resulting in time-consuming and inefficient …

High Efficiency Visible Achromatic Metalens Design via Deep Learning

F Wang, S Zhao, Y Wen, J Sun… - Advanced Optical …, 2023 - Wiley Online Library
Metalenses with both achromatic performance and high focusing efficiency are always
challenging, especially in visible range. In this work, a deep learning model is developed to …

Metasurface meta-atoms design based on DNN and LightGBM algorithms

L Gu, Y He, H Liu, Z Wei, J Guo - Optical Materials, 2023 - Elsevier
Metasurfaces is one of the research hotspots in the field of micro/nanometer technologies
during the last decade. Whereas, it remains challenging to inverse design optics devices …

Unleashing the potential: AI empowered advanced metasurface research

Y Fu, X Zhou, Y Yu, J Chen, S Wang, S Zhu… - Nanophotonics, 2024 - degruyter.com
In recent years, metasurface, as a representative of micro-and nano-optics, have
demonstrated a powerful ability to manipulate light, which can modulate a variety of physical …